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X-WR-CALDESC:Events for White City Innovation District
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UID:3429-1742475600-1742479200@www.whitecityinnovationdistrict.org.uk
SUMMARY:I-X Seminar
DESCRIPTION:Dr Pasquale Minervini (University of Edinburgh) will be delivering the next I-X seminar\, entitled “Integrating Symbolic Algorithms in Neural Models (and LLMs)”. \nSeminar Summary \nNeural models\, including LLMs\, can exhibit remarkable abilities; paradoxically\, they also struggle with algorithmic tasks where much simpler models excel. To solve these issues\, we propose Implicit Maximum Likelihood Estimation (IMLE)\, a framework for end-to-end learning of models combining algorithmic combinatorial solvers and differentiable neural components\, which allows us to incorporate planning and reasoning algorithms in neural architectures by just adding a simple decorator. Finally\, we’ll discuss some very recent extensions of these ideas for making LLMs teach themselves how to use tools. \nHybrid event: I-X LRT608A level 6 (I-HUB) & via Teams \n 
URL:https://www.whitecityinnovationdistrict.org.uk/event/i-x-seminar/
LOCATION:I-HUB\, Imperial White City Campus\, 84 Wood Lane\, London\, W12 0BZ\, United Kingdom
ATTACH;FMTTYPE=image/jpeg:https://www.whitecityinnovationdistrict.org.uk/wp-content/uploads/sites/10/2025/03/I-X-Seminar-Mar-2025.jpg
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